
A methodological approach towards evaluating structural damage severity using 1D CNNs
Monitoring civil infrastructure simplifies and improves reliability of decision-making in asset management. This task is increasingly important in established economies, in which engineering infrastructure has aged thus becoming exposed to various risks affecting structural integrity. In the latest paper, driven by our friends at the University of Leeds, we have explored the performance of 1D CNN in structural damage detection based on numerical simulations.